Hierarchy-aware Learning of Sequential Tool Usage via Semi-automatically Constructed Taxonomies

no code implementations • COLING (MWE) 2020 • Nima Nabizadeh, Martin Heckmann, Dorothea Kolossa

When repairing a device, humans employ a series of tools that corresponds to the arrangement of the device components.

MyFixit: An Annotated Dataset, Annotation Tool, and Baseline Methods for Information Extraction from Repair Manuals

no code implementations • LREC 2020 • Nima Nabizadeh, Dorothea Kolossa, Martin Heckmann

In this paper, we, therefore, focus on information extraction (IE) from the instructional text in repair manuals.

Speaker-adapted neural-network-based fusion for multimodal reference resolution

no code implementations • WS 2019 • Diana Kleingarn, Nima Nabizadeh, Martin Heckmann, Dorothea Kolossa

Humans use a variety of approaches to reference objects in the external world, including verbal descriptions, hand and head gestures, eye gaze or any combination of them.